NLP by Hiyurigi

A simple implementation of NLP in JS.

How to use

Installation

npm i @hiyurigi/nlp

Function

• Text Correction

  Example:

  const NLP = require('@hiyurigi/nlp')("TextCorrection");
  let v = new NLP(["stats", "menu", "xzxz"]);
  let result = v.TextCorrection({Needle: "mqnts", Threshold: 0.4, NgramsLength: 1});
  console.log(result);

  Output:

  [
      { Key: 'menu', Text: [ 'm', 'e', 'n', 'u'], similarity: 1 },
      { Key: 'stats', Text: [ 'm', 'q', 'n', 't', 's' ], similarity: 0.4 }
  ]

  |Parameter|Description|Type|Default| |---------|-----------|----|-------| |Needle| Text you want to fix.| String | Required | None | |NgramsLength| how many grams you want.| integer | Optional| 1 | |Threshold| Text correction threshold.| float | Optional| 0.3 | |ThresholdOperator| Threshold js comparison operator.| String | Optional| >= | |KeyRange| Key distance on the keyboard.| Integer | Optional | 2 | |Autofix| Auto fix word (works only with NgramsLength = 1). | Boolean | Optional | true | |RemoveArray| Remove array when output just 1. | Boolean | Optional | false |
• Text Completion

  Example:

  const NLP = require('@hiyurigi/nlp')("TextCompletion");
  let v = new NLP(["stats", "menu", "xzxz"]);
  let result = v.TextCompletion("m");
  console.log(result);

  Output:

  menu

  |Parameter|Description|Type|Default| |---------|-----------|----|-------| |UncompleteText| Uncompleted Text.|String | Required|None

Read More

Testing

npm test

TODO List

• [x] Create text correction
• [x] Create text completion

If you have a Idea feel free to suggest me

License

License - GNU GPLv3